{"id":"W4220993842","doi":"10.2196/36653","title":"An Outbreak of COVID-19 Among Health Care Workers at a Diabetes Center, Al Ahsa, Saudi Arabia, April 2020","year":2022,"lang":"en","type":"article","venue":"Iproceedings","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Transmission (telecommunications); Personal protective equipment; Epidemiology; Health care; Infection control; Coronavirus disease 2019 (COVID-19); Outbreak; Public health; Family medicine; Environmental health; Diabetes mellitus; Medical emergency; Nursing; Disease; Surgery; Infectious disease (medical specialty); Virology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001258347,0.0002886374,0.0008671231,0.000219347,0.0007058442,0.0000262563,0.0004405707,0.00007765939,0.0004066188],"category_scores_gemma":[0.009062896,0.000273981,0.0002762606,0.0007481914,0.0004914354,0.0001420063,0.001005809,0.0007119976,0.00001577541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001981091,"about_ca_system_score_gemma":0.0009744773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001493712,"about_ca_topic_score_gemma":0.0001509248,"domain_scores_codex":[0.9961119,0.00007535511,0.0007159517,0.0008206781,0.001386283,0.00088981],"domain_scores_gemma":[0.9966546,0.001063189,0.000368689,0.0003876451,0.0003161407,0.001209681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000589942,0.0003589222,0.9281724,0.002006514,0.0001482738,0.00002508364,0.008203629,0.00003114814,0.001077161,0.00002884339,0.05691118,0.002446875],"study_design_scores_gemma":[0.009880613,0.007750537,0.5255096,0.0005203655,0.0001826487,0.000008083821,0.03010841,0.0008837501,0.0006130068,0.0002912784,0.4234658,0.0007858616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561284,0.001216152,0.00002253528,0.04054171,0.0002049745,0.001003278,0.00021082,0.0001783786,0.0004937485],"genre_scores_gemma":[0.976584,0.0002476935,0.0001763597,0.02188475,0.0001888747,0.0002142051,0.0000960743,0.00005329999,0.0005547958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4026628,"threshold_uncertainty_score":0.9999712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04059454072296244,"score_gpt":0.3949989301627178,"score_spread":0.3544043894397553,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}